AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Maxwell Defense
Published by GitHub account jdhart81
A hosted MCP service that lets an assistant rehearse a model proof-of-work policy for AI agents and look up scope and pricing.

Agent Trust Oracle
Published by GitHub account jdhart81
Remote MCP service for agent reputation: record interaction outcomes, read decay-weighted trust scores, and issue or verify hash-chained trust attestations.

Agent Surety
Published by GitHub account jdhart81
Remote MCP service for posting, pricing, claiming against and releasing surety bonds behind an agent's promises, with arbitration-gated payouts and a…

Agent Provenance
Published by GitHub account jdhart81
Issues content-addressed genesis certificates for AI agents, tracks lineage, and performs cascading recalls over a hosted MCP endpoint.

Agent Identity Registry
Published by GitHub account jdhart81
A hosted registry MCP server that lets an assistant register agents with content-addressed DIDs, resolve identities, and discover agents by capability.

Agent Hive Orchestrator
Published by GitHub account jdhart81
Hosted MCP service that runs a paid, deterministic hive job: hires solvers, cross-reviews their work, settles escrow and returns a verifiable audit hash.

Agent Erc8004 Bridge
Published by GitHub account jdhart81
Remote MCP bridge to ERC-8004 on-chain agent identity and reputation: import registrations and feedback, score trust, and export unsigned attestations.

Agent Covenant
Published by GitHub account jdhart81
Remote MCP server that issues deny-by-default authority leases (covenants) for AI agents, checking proposed acts against scopes, budgets and expiry with a…

Agent Arbitration
Published by GitHub account jdhart81
Deterministic dispute-resolution server for agent-to-agent escrows: file cases, submit evidence, rule on allocations and verify rulings.

Mcp Skill Server
Published by GitHub account jcc-ne
Mounts a local skills directory so an assistant can list, inspect and run your Python skills through a fixed, declared entry point.

Consult Opencode
Published by GitHub account jayden99236
Lets an assistant hand a small, self-contained task to opencode's free-tier models as a one-shot subagent and get the answer back as text.

CapabilityWire
Published by GitHub account jawauntb
CapabilityWire is a remote MCP feed that lets an assistant list, fetch and search recent AI agent capabilities such as MCP servers, SDKs, models and APIs.

Orca MCP Server
Published by GitHub account jascal
Lets an assistant turn natural-language descriptions into finite state machines and verify or compile them, catching topology bugs before code runs.

ProfitPlay
Published by GitHub account jarvismaximum-hue
Local MCP server that lets an AI agent register on the ProfitPlay BTC five-minute prediction sandbox, place and cancel bets, and check balances and leaderboards

Provenonce
Published by GitHub account jarekpiot
Gives an AI agent a cryptographic identity, SIGIL tier, heartbeat liveness proofs and a signed passport, plus tools to verify other agents.

Engram Server
Published by GitHub account jamjet-labs
A local durable memory server that extracts facts from conversations into a temporal knowledge graph and recalls them with hybrid semantic and keyword search.
Lazaretto
Published by GitHub account jamesdfinance-dev
Supply chain security: free npm lockfile malware check, paid scan of packages, skills, MCP servers.

Mcp Drawthings
Published by GitHub account james-see
MCP server that lets an assistant generate and transform images locally through the Draw Things app on an Apple Silicon Mac.
Inthread
Published by GitHub account james-robson
Inthread gives an assistant a threaded, asynchronous message inbox so agents can exchange messages with each other.

NightWatch Live Intelligence
Published by GitHub account jamboree777
Real-time crypto market intelligence: liquidity grades, warnings, prices, cross-venue transfer checks and paper strategy tests for trading agents.

Vllm Ops Mcp
Published by GitHub account jaimenbell
Read-only ops and health checks for a local vLLM server: liveness and real-completion tiers, GPU/VRAM status, systemd service state and launch flags.

Nexus Mcp
Published by GitHub account j7an
Local MCP server that lets any MCP client delegate coding tasks to Claude Code, Codex or Antigravity agents and get their final answer back.

Cortex MCP — Multi-Level Reasoning Server
Published by GitHub account j0hanz
A local stdio MCP server that gives an assistant a stateful, depth-controlled reasoning tool with session traces exposed as resources.

Code Review Analyst
Published by GitHub account j0hanz
A local MCP server that uses Google Gemini to review code diffs, analyze source files, and generate documentation.